tensorflow-protos-rs 0.2.0

// This file is generated by rust-protobuf 2.17.0. Do not edit
// @generated

// https://github.com/rust-lang/rust-clippy/issues/702
#![allow(unknown_lints)]
#![allow(clippy::all)]

#![allow(unused_attributes)]
#![rustfmt::skip]

#![allow(box_pointers)]
#![allow(dead_code)]
#![allow(missing_docs)]
#![allow(non_camel_case_types)]
#![allow(non_snake_case)]
#![allow(non_upper_case_globals)]
#![allow(trivial_casts)]
#![allow(unused_imports)]
#![allow(unused_results)]
//! Generated file from `tensorflow/core/protobuf/struct.proto`

/// Generated files are compatible only with the same version
/// of protobuf runtime.
// const _PROTOBUF_VERSION_CHECK: () = ::protobuf::VERSION_2_17_0;

#[derive(PartialEq,Clone,Default)]
pub struct StructuredValue {
    // message oneof groups
    pub kind: ::std::option::Option<StructuredValue_oneof_kind>,
    // special fields
    pub unknown_fields: ::protobuf::UnknownFields,
    pub cached_size: ::protobuf::CachedSize,
}

impl<'a> ::std::default::Default for &'a StructuredValue {
    fn default() -> &'a StructuredValue {
        <StructuredValue as ::protobuf::Message>::default_instance()
    }
}

#[derive(Clone,PartialEq,Debug)]
pub enum StructuredValue_oneof_kind {
    none_value(NoneValue),
    float64_value(f64),
    int64_value(i64),
    string_value(::std::string::String),
    bool_value(bool),
    tensor_shape_value(super::tensor_shape::TensorShapeProto),
    tensor_dtype_value(super::types::DataType),
    tensor_spec_value(TensorSpecProto),
    type_spec_value(TypeSpecProto),
    list_value(ListValue),
    tuple_value(TupleValue),
    dict_value(DictValue),
    named_tuple_value(NamedTupleValue),
}

impl StructuredValue {
    pub fn new() -> StructuredValue {
        ::std::default::Default::default()
    }

    // .tensorflow.NoneValue none_value = 1;


    pub fn get_none_value(&self) -> &NoneValue {
        match self.kind {
            ::std::option::Option::Some(StructuredValue_oneof_kind::none_value(ref v)) => v,
            _ => <NoneValue as ::protobuf::Message>::default_instance(),
        }
    }
    pub fn clear_none_value(&mut self) {
        self.kind = ::std::option::Option::None;
    }

    pub fn has_none_value(&self) -> bool {
        match self.kind {
            ::std::option::Option::Some(StructuredValue_oneof_kind::none_value(..)) => true,
            _ => false,
        }
    }

    // Param is passed by value, moved
    pub fn set_none_value(&mut self, v: NoneValue) {
        self.kind = ::std::option::Option::Some(StructuredValue_oneof_kind::none_value(v))
    }

    // Mutable pointer to the field.
    pub fn mut_none_value(&mut self) -> &mut NoneValue {
        if let ::std::option::Option::Some(StructuredValue_oneof_kind::none_value(_)) = self.kind {
        } else {
            self.kind = ::std::option::Option::Some(StructuredValue_oneof_kind::none_value(NoneValue::new()));
        }
        match self.kind {
            ::std::option::Option::Some(StructuredValue_oneof_kind::none_value(ref mut v)) => v,
            _ => panic!(),
        }
    }

    // Take field
    pub fn take_none_value(&mut self) -> NoneValue {
        if self.has_none_value() {
            match self.kind.take() {
                ::std::option::Option::Some(StructuredValue_oneof_kind::none_value(v)) => v,
                _ => panic!(),
            }
        } else {
            NoneValue::new()
        }
    }

    // double float64_value = 11;


    pub fn get_float64_value(&self) -> f64 {
        match self.kind {
            ::std::option::Option::Some(StructuredValue_oneof_kind::float64_value(v)) => v,
            _ => 0.,
        }
    }
    pub fn clear_float64_value(&mut self) {
        self.kind = ::std::option::Option::None;
    }

    pub fn has_float64_value(&self) -> bool {
        match self.kind {
            ::std::option::Option::Some(StructuredValue_oneof_kind::float64_value(..)) => true,
            _ => false,
        }
    }

    // Param is passed by value, moved
    pub fn set_float64_value(&mut self, v: f64) {
        self.kind = ::std::option::Option::Some(StructuredValue_oneof_kind::float64_value(v))
    }

    // sint64 int64_value = 12;


    pub fn get_int64_value(&self) -> i64 {
        match self.kind {
            ::std::option::Option::Some(StructuredValue_oneof_kind::int64_value(v)) => v,
            _ => 0,
        }
    }
    pub fn clear_int64_value(&mut self) {
        self.kind = ::std::option::Option::None;
    }

    pub fn has_int64_value(&self) -> bool {
        match self.kind {
            ::std::option::Option::Some(StructuredValue_oneof_kind::int64_value(..)) => true,
            _ => false,
        }
    }

    // Param is passed by value, moved
    pub fn set_int64_value(&mut self, v: i64) {
        self.kind = ::std::option::Option::Some(StructuredValue_oneof_kind::int64_value(v))
    }

    // string string_value = 13;


    pub fn get_string_value(&self) -> &str {
        match self.kind {
            ::std::option::Option::Some(StructuredValue_oneof_kind::string_value(ref v)) => v,
            _ => "",
        }
    }
    pub fn clear_string_value(&mut self) {
        self.kind = ::std::option::Option::None;
    }

    pub fn has_string_value(&self) -> bool {
        match self.kind {
            ::std::option::Option::Some(StructuredValue_oneof_kind::string_value(..)) => true,
            _ => false,
        }
    }

    // Param is passed by value, moved
    pub fn set_string_value(&mut self, v: ::std::string::String) {
        self.kind = ::std::option::Option::Some(StructuredValue_oneof_kind::string_value(v))
    }

    // Mutable pointer to the field.
    pub fn mut_string_value(&mut self) -> &mut ::std::string::String {
        if let ::std::option::Option::Some(StructuredValue_oneof_kind::string_value(_)) = self.kind {
        } else {
            self.kind = ::std::option::Option::Some(StructuredValue_oneof_kind::string_value(::std::string::String::new()));
        }
        match self.kind {
            ::std::option::Option::Some(StructuredValue_oneof_kind::string_value(ref mut v)) => v,
            _ => panic!(),
        }
    }

    // Take field
    pub fn take_string_value(&mut self) -> ::std::string::String {
        if self.has_string_value() {
            match self.kind.take() {
                ::std::option::Option::Some(StructuredValue_oneof_kind::string_value(v)) => v,
                _ => panic!(),
            }
        } else {
            ::std::string::String::new()
        }
    }

    // bool bool_value = 14;


    pub fn get_bool_value(&self) -> bool {
        match self.kind {
            ::std::option::Option::Some(StructuredValue_oneof_kind::bool_value(v)) => v,
            _ => false,
        }
    }
    pub fn clear_bool_value(&mut self) {
        self.kind = ::std::option::Option::None;
    }

    pub fn has_bool_value(&self) -> bool {
        match self.kind {
            ::std::option::Option::Some(StructuredValue_oneof_kind::bool_value(..)) => true,
            _ => false,
        }
    }

    // Param is passed by value, moved
    pub fn set_bool_value(&mut self, v: bool) {
        self.kind = ::std::option::Option::Some(StructuredValue_oneof_kind::bool_value(v))
    }

    // .tensorflow.TensorShapeProto tensor_shape_value = 31;


    pub fn get_tensor_shape_value(&self) -> &super::tensor_shape::TensorShapeProto {
        match self.kind {
            ::std::option::Option::Some(StructuredValue_oneof_kind::tensor_shape_value(ref v)) => v,
            _ => <super::tensor_shape::TensorShapeProto as ::protobuf::Message>::default_instance(),
        }
    }
    pub fn clear_tensor_shape_value(&mut self) {
        self.kind = ::std::option::Option::None;
    }

    pub fn has_tensor_shape_value(&self) -> bool {
        match self.kind {
            ::std::option::Option::Some(StructuredValue_oneof_kind::tensor_shape_value(..)) => true,
            _ => false,
        }
    }

    // Param is passed by value, moved
    pub fn set_tensor_shape_value(&mut self, v: super::tensor_shape::TensorShapeProto) {
        self.kind = ::std::option::Option::Some(StructuredValue_oneof_kind::tensor_shape_value(v))
    }

    // Mutable pointer to the field.
    pub fn mut_tensor_shape_value(&mut self) -> &mut super::tensor_shape::TensorShapeProto {
        if let ::std::option::Option::Some(StructuredValue_oneof_kind::tensor_shape_value(_)) = self.kind {
        } else {
            self.kind = ::std::option::Option::Some(StructuredValue_oneof_kind::tensor_shape_value(super::tensor_shape::TensorShapeProto::new()));
        }
        match self.kind {
            ::std::option::Option::Some(StructuredValue_oneof_kind::tensor_shape_value(ref mut v)) => v,
            _ => panic!(),
        }
    }

    // Take field
    pub fn take_tensor_shape_value(&mut self) -> super::tensor_shape::TensorShapeProto {
        if self.has_tensor_shape_value() {
            match self.kind.take() {
                ::std::option::Option::Some(StructuredValue_oneof_kind::tensor_shape_value(v)) => v,
                _ => panic!(),
            }
        } else {
            super::tensor_shape::TensorShapeProto::new()
        }
    }

    // .tensorflow.DataType tensor_dtype_value = 32;


    pub fn get_tensor_dtype_value(&self) -> super::types::DataType {
        match self.kind {
            ::std::option::Option::Some(StructuredValue_oneof_kind::tensor_dtype_value(v)) => v,
            _ => super::types::DataType::DT_INVALID,
        }
    }
    pub fn clear_tensor_dtype_value(&mut self) {
        self.kind = ::std::option::Option::None;
    }

    pub fn has_tensor_dtype_value(&self) -> bool {
        match self.kind {
            ::std::option::Option::Some(StructuredValue_oneof_kind::tensor_dtype_value(..)) => true,
            _ => false,
        }
    }

    // Param is passed by value, moved
    pub fn set_tensor_dtype_value(&mut self, v: super::types::DataType) {
        self.kind = ::std::option::Option::Some(StructuredValue_oneof_kind::tensor_dtype_value(v))
    }

    // .tensorflow.TensorSpecProto tensor_spec_value = 33;


    pub fn get_tensor_spec_value(&self) -> &TensorSpecProto {
        match self.kind {
            ::std::option::Option::Some(StructuredValue_oneof_kind::tensor_spec_value(ref v)) => v,
            _ => <TensorSpecProto as ::protobuf::Message>::default_instance(),
        }
    }
    pub fn clear_tensor_spec_value(&mut self) {
        self.kind = ::std::option::Option::None;
    }

    pub fn has_tensor_spec_value(&self) -> bool {
        match self.kind {
            ::std::option::Option::Some(StructuredValue_oneof_kind::tensor_spec_value(..)) => true,
            _ => false,
        }
    }

    // Param is passed by value, moved
    pub fn set_tensor_spec_value(&mut self, v: TensorSpecProto) {
        self.kind = ::std::option::Option::Some(StructuredValue_oneof_kind::tensor_spec_value(v))
    }

    // Mutable pointer to the field.
    pub fn mut_tensor_spec_value(&mut self) -> &mut TensorSpecProto {
        if let ::std::option::Option::Some(StructuredValue_oneof_kind::tensor_spec_value(_)) = self.kind {
        } else {
            self.kind = ::std::option::Option::Some(StructuredValue_oneof_kind::tensor_spec_value(TensorSpecProto::new()));
        }
        match self.kind {
            ::std::option::Option::Some(StructuredValue_oneof_kind::tensor_spec_value(ref mut v)) => v,
            _ => panic!(),
        }
    }

    // Take field
    pub fn take_tensor_spec_value(&mut self) -> TensorSpecProto {
        if self.has_tensor_spec_value() {
            match self.kind.take() {
                ::std::option::Option::Some(StructuredValue_oneof_kind::tensor_spec_value(v)) => v,
                _ => panic!(),
            }
        } else {
            TensorSpecProto::new()
        }
    }

    // .tensorflow.TypeSpecProto type_spec_value = 34;


    pub fn get_type_spec_value(&self) -> &TypeSpecProto {
        match self.kind {
            ::std::option::Option::Some(StructuredValue_oneof_kind::type_spec_value(ref v)) => v,
            _ => <TypeSpecProto as ::protobuf::Message>::default_instance(),
        }
    }
    pub fn clear_type_spec_value(&mut self) {
        self.kind = ::std::option::Option::None;
    }

    pub fn has_type_spec_value(&self) -> bool {
        match self.kind {
            ::std::option::Option::Some(StructuredValue_oneof_kind::type_spec_value(..)) => true,
            _ => false,
        }
    }

    // Param is passed by value, moved
    pub fn set_type_spec_value(&mut self, v: TypeSpecProto) {
        self.kind = ::std::option::Option::Some(StructuredValue_oneof_kind::type_spec_value(v))
    }

    // Mutable pointer to the field.
    pub fn mut_type_spec_value(&mut self) -> &mut TypeSpecProto {
        if let ::std::option::Option::Some(StructuredValue_oneof_kind::type_spec_value(_)) = self.kind {
        } else {
            self.kind = ::std::option::Option::Some(StructuredValue_oneof_kind::type_spec_value(TypeSpecProto::new()));
        }
        match self.kind {
            ::std::option::Option::Some(StructuredValue_oneof_kind::type_spec_value(ref mut v)) => v,
            _ => panic!(),
        }
    }

    // Take field
    pub fn take_type_spec_value(&mut self) -> TypeSpecProto {
        if self.has_type_spec_value() {
            match self.kind.take() {
                ::std::option::Option::Some(StructuredValue_oneof_kind::type_spec_value(v)) => v,
                _ => panic!(),
            }
        } else {
            TypeSpecProto::new()
        }
    }

    // .tensorflow.ListValue list_value = 51;


    pub fn get_list_value(&self) -> &ListValue {
        match self.kind {
            ::std::option::Option::Some(StructuredValue_oneof_kind::list_value(ref v)) => v,
            _ => <ListValue as ::protobuf::Message>::default_instance(),
        }
    }
    pub fn clear_list_value(&mut self) {
        self.kind = ::std::option::Option::None;
    }

    pub fn has_list_value(&self) -> bool {
        match self.kind {
            ::std::option::Option::Some(StructuredValue_oneof_kind::list_value(..)) => true,
            _ => false,
        }
    }

    // Param is passed by value, moved
    pub fn set_list_value(&mut self, v: ListValue) {
        self.kind = ::std::option::Option::Some(StructuredValue_oneof_kind::list_value(v))
    }

    // Mutable pointer to the field.
    pub fn mut_list_value(&mut self) -> &mut ListValue {
        if let ::std::option::Option::Some(StructuredValue_oneof_kind::list_value(_)) = self.kind {
        } else {
            self.kind = ::std::option::Option::Some(StructuredValue_oneof_kind::list_value(ListValue::new()));
        }
        match self.kind {
            ::std::option::Option::Some(StructuredValue_oneof_kind::list_value(ref mut v)) => v,
            _ => panic!(),
        }
    }

    // Take field
    pub fn take_list_value(&mut self) -> ListValue {
        if self.has_list_value() {
            match self.kind.take() {
                ::std::option::Option::Some(StructuredValue_oneof_kind::list_value(v)) => v,
                _ => panic!(),
            }
        } else {
            ListValue::new()
        }
    }

    // .tensorflow.TupleValue tuple_value = 52;


    pub fn get_tuple_value(&self) -> &TupleValue {
        match self.kind {
            ::std::option::Option::Some(StructuredValue_oneof_kind::tuple_value(ref v)) => v,
            _ => <TupleValue as ::protobuf::Message>::default_instance(),
        }
    }
    pub fn clear_tuple_value(&mut self) {
        self.kind = ::std::option::Option::None;
    }

    pub fn has_tuple_value(&self) -> bool {
        match self.kind {
            ::std::option::Option::Some(StructuredValue_oneof_kind::tuple_value(..)) => true,
            _ => false,
        }
    }

    // Param is passed by value, moved
    pub fn set_tuple_value(&mut self, v: TupleValue) {
        self.kind = ::std::option::Option::Some(StructuredValue_oneof_kind::tuple_value(v))
    }

    // Mutable pointer to the field.
    pub fn mut_tuple_value(&mut self) -> &mut TupleValue {
        if let ::std::option::Option::Some(StructuredValue_oneof_kind::tuple_value(_)) = self.kind {
        } else {
            self.kind = ::std::option::Option::Some(StructuredValue_oneof_kind::tuple_value(TupleValue::new()));
        }
        match self.kind {
            ::std::option::Option::Some(StructuredValue_oneof_kind::tuple_value(ref mut v)) => v,
            _ => panic!(),
        }
    }

    // Take field
    pub fn take_tuple_value(&mut self) -> TupleValue {
        if self.has_tuple_value() {
            match self.kind.take() {
                ::std::option::Option::Some(StructuredValue_oneof_kind::tuple_value(v)) => v,
                _ => panic!(),
            }
        } else {
            TupleValue::new()
        }
    }

    // .tensorflow.DictValue dict_value = 53;


    pub fn get_dict_value(&self) -> &DictValue {
        match self.kind {
            ::std::option::Option::Some(StructuredValue_oneof_kind::dict_value(ref v)) => v,
            _ => <DictValue as ::protobuf::Message>::default_instance(),
        }
    }
    pub fn clear_dict_value(&mut self) {
        self.kind = ::std::option::Option::None;
    }

    pub fn has_dict_value(&self) -> bool {
        match self.kind {
            ::std::option::Option::Some(StructuredValue_oneof_kind::dict_value(..)) => true,
            _ => false,
        }
    }

    // Param is passed by value, moved
    pub fn set_dict_value(&mut self, v: DictValue) {
        self.kind = ::std::option::Option::Some(StructuredValue_oneof_kind::dict_value(v))
    }

    // Mutable pointer to the field.
    pub fn mut_dict_value(&mut self) -> &mut DictValue {
        if let ::std::option::Option::Some(StructuredValue_oneof_kind::dict_value(_)) = self.kind {
        } else {
            self.kind = ::std::option::Option::Some(StructuredValue_oneof_kind::dict_value(DictValue::new()));
        }
        match self.kind {
            ::std::option::Option::Some(StructuredValue_oneof_kind::dict_value(ref mut v)) => v,
            _ => panic!(),
        }
    }

    // Take field
    pub fn take_dict_value(&mut self) -> DictValue {
        if self.has_dict_value() {
            match self.kind.take() {
                ::std::option::Option::Some(StructuredValue_oneof_kind::dict_value(v)) => v,
                _ => panic!(),
            }
        } else {
            DictValue::new()
        }
    }

    // .tensorflow.NamedTupleValue named_tuple_value = 54;


    pub fn get_named_tuple_value(&self) -> &NamedTupleValue {
        match self.kind {
            ::std::option::Option::Some(StructuredValue_oneof_kind::named_tuple_value(ref v)) => v,
            _ => <NamedTupleValue as ::protobuf::Message>::default_instance(),
        }
    }
    pub fn clear_named_tuple_value(&mut self) {
        self.kind = ::std::option::Option::None;
    }

    pub fn has_named_tuple_value(&self) -> bool {
        match self.kind {
            ::std::option::Option::Some(StructuredValue_oneof_kind::named_tuple_value(..)) => true,
            _ => false,
        }
    }

    // Param is passed by value, moved
    pub fn set_named_tuple_value(&mut self, v: NamedTupleValue) {
        self.kind = ::std::option::Option::Some(StructuredValue_oneof_kind::named_tuple_value(v))
    }

    // Mutable pointer to the field.
    pub fn mut_named_tuple_value(&mut self) -> &mut NamedTupleValue {
        if let ::std::option::Option::Some(StructuredValue_oneof_kind::named_tuple_value(_)) = self.kind {
        } else {
            self.kind = ::std::option::Option::Some(StructuredValue_oneof_kind::named_tuple_value(NamedTupleValue::new()));
        }
        match self.kind {
            ::std::option::Option::Some(StructuredValue_oneof_kind::named_tuple_value(ref mut v)) => v,
            _ => panic!(),
        }
    }

    // Take field
    pub fn take_named_tuple_value(&mut self) -> NamedTupleValue {
        if self.has_named_tuple_value() {
            match self.kind.take() {
                ::std::option::Option::Some(StructuredValue_oneof_kind::named_tuple_value(v)) => v,
                _ => panic!(),
            }
        } else {
            NamedTupleValue::new()
        }
    }
}

impl ::protobuf::Message for StructuredValue {
    fn is_initialized(&self) -> bool {
        if let Some(StructuredValue_oneof_kind::none_value(ref v)) = self.kind {
            if !v.is_initialized() {
                return false;
            }
        }
        if let Some(StructuredValue_oneof_kind::tensor_shape_value(ref v)) = self.kind {
            if !v.is_initialized() {
                return false;
            }
        }
        if let Some(StructuredValue_oneof_kind::tensor_spec_value(ref v)) = self.kind {
            if !v.is_initialized() {
                return false;
            }
        }
        if let Some(StructuredValue_oneof_kind::type_spec_value(ref v)) = self.kind {
            if !v.is_initialized() {
                return false;
            }
        }
        if let Some(StructuredValue_oneof_kind::list_value(ref v)) = self.kind {
            if !v.is_initialized() {
                return false;
            }
        }
        if let Some(StructuredValue_oneof_kind::tuple_value(ref v)) = self.kind {
            if !v.is_initialized() {
                return false;
            }
        }
        if let Some(StructuredValue_oneof_kind::dict_value(ref v)) = self.kind {
            if !v.is_initialized() {
                return false;
            }
        }
        if let Some(StructuredValue_oneof_kind::named_tuple_value(ref v)) = self.kind {
            if !v.is_initialized() {
                return false;
            }
        }
        true
    }

    fn merge_from(&mut self, is: &mut ::protobuf::CodedInputStream<'_>) -> ::protobuf::ProtobufResult<()> {
        while !is.eof()? {
            let (field_number, wire_type) = is.read_tag_unpack()?;
            match field_number {
                1 => {
                    if wire_type != ::protobuf::wire_format::WireTypeLengthDelimited {
                        return ::std::result::Result::Err(::protobuf::rt::unexpected_wire_type(wire_type));
                    }
                    self.kind = ::std::option::Option::Some(StructuredValue_oneof_kind::none_value(is.read_message()?));
                },
                11 => {
                    if wire_type != ::protobuf::wire_format::WireTypeFixed64 {
                        return ::std::result::Result::Err(::protobuf::rt::unexpected_wire_type(wire_type));
                    }
                    self.kind = ::std::option::Option::Some(StructuredValue_oneof_kind::float64_value(is.read_double()?));
                },
                12 => {
                    if wire_type != ::protobuf::wire_format::WireTypeVarint {
                        return ::std::result::Result::Err(::protobuf::rt::unexpected_wire_type(wire_type));
                    }
                    self.kind = ::std::option::Option::Some(StructuredValue_oneof_kind::int64_value(is.read_sint64()?));
                },
                13 => {
                    if wire_type != ::protobuf::wire_format::WireTypeLengthDelimited {
                        return ::std::result::Result::Err(::protobuf::rt::unexpected_wire_type(wire_type));
                    }
                    self.kind = ::std::option::Option::Some(StructuredValue_oneof_kind::string_value(is.read_string()?));
                },
                14 => {
                    if wire_type != ::protobuf::wire_format::WireTypeVarint {
                        return ::std::result::Result::Err(::protobuf::rt::unexpected_wire_type(wire_type));
                    }
                    self.kind = ::std::option::Option::Some(StructuredValue_oneof_kind::bool_value(is.read_bool()?));
                },
                31 => {
                    if wire_type != ::protobuf::wire_format::WireTypeLengthDelimited {
                        return ::std::result::Result::Err(::protobuf::rt::unexpected_wire_type(wire_type));
                    }
                    self.kind = ::std::option::Option::Some(StructuredValue_oneof_kind::tensor_shape_value(is.read_message()?));
                },
                32 => {
                    if wire_type != ::protobuf::wire_format::WireTypeVarint {
                        return ::std::result::Result::Err(::protobuf::rt::unexpected_wire_type(wire_type));
                    }
                    self.kind = ::std::option::Option::Some(StructuredValue_oneof_kind::tensor_dtype_value(is.read_enum()?));
                },
                33 => {
                    if wire_type != ::protobuf::wire_format::WireTypeLengthDelimited {
                        return ::std::result::Result::Err(::protobuf::rt::unexpected_wire_type(wire_type));
                    }
                    self.kind = ::std::option::Option::Some(StructuredValue_oneof_kind::tensor_spec_value(is.read_message()?));
                },
                34 => {
                    if wire_type != ::protobuf::wire_format::WireTypeLengthDelimited {
                        return ::std::result::Result::Err(::protobuf::rt::unexpected_wire_type(wire_type));
                    }
                    self.kind = ::std::option::Option::Some(StructuredValue_oneof_kind::type_spec_value(is.read_message()?));
                },
                51 => {
                    if wire_type != ::protobuf::wire_format::WireTypeLengthDelimited {
                        return ::std::result::Result::Err(::protobuf::rt::unexpected_wire_type(wire_type));
                    }
                    self.kind = ::std::option::Option::Some(StructuredValue_oneof_kind::list_value(is.read_message()?));
                },
                52 => {
                    if wire_type != ::protobuf::wire_format::WireTypeLengthDelimited {
                        return ::std::result::Result::Err(::protobuf::rt::unexpected_wire_type(wire_type));
                    }
                    self.kind = ::std::option::Option::Some(StructuredValue_oneof_kind::tuple_value(is.read_message()?));
                },
                53 => {
                    if wire_type != ::protobuf::wire_format::WireTypeLengthDelimited {
                        return ::std::result::Result::Err(::protobuf::rt::unexpected_wire_type(wire_type));
                    }
                    self.kind = ::std::option::Option::Some(StructuredValue_oneof_kind::dict_value(is.read_message()?));
                },
                54 => {
                    if wire_type != ::protobuf::wire_format::WireTypeLengthDelimited {
                        return ::std::result::Result::Err(::protobuf::rt::unexpected_wire_type(wire_type));
                    }
                    self.kind = ::std::option::Option::Some(StructuredValue_oneof_kind::named_tuple_value(is.read_message()?));
                },
                _ => {
                    ::protobuf::rt::read_unknown_or_skip_group(field_number, wire_type, is, self.mut_unknown_fields())?;
                },
            };
        }
        ::std::result::Result::Ok(())
    }

    // Compute sizes of nested messages
    #[allow(unused_variables)]
    fn compute_size(&self) -> u32 {
        let mut my_size = 0;
        if let ::std::option::Option::Some(ref v) = self.kind {
            match v {
                &StructuredValue_oneof_kind::none_value(ref v) => {
                    let len = v.compute_size();
                    my_size += 1 + ::protobuf::rt::compute_raw_varint32_size(len) + len;
                },
                &StructuredValue_oneof_kind::float64_value(v) => {
                    my_size += 9;
                },
                &StructuredValue_oneof_kind::int64_value(v) => {
                    my_size += ::protobuf::rt::value_varint_zigzag_size(12, v);
                },
                &StructuredValue_oneof_kind::string_value(ref v) => {
                    my_size += ::protobuf::rt::string_size(13, &v);
                },
                &StructuredValue_oneof_kind::bool_value(v) => {
                    my_size += 2;
                },
                &StructuredValue_oneof_kind::tensor_shape_value(ref v) => {
                    let len = v.compute_size();
                    my_size += 2 + ::protobuf::rt::compute_raw_varint32_size(len) + len;
                },
                &StructuredValue_oneof_kind::tensor_dtype_value(v) => {
                    my_size += ::protobuf::rt::enum_size(32, v);
                },
                &StructuredValue_oneof_kind::tensor_spec_value(ref v) => {
                    let len = v.compute_size();
                    my_size += 2 + ::protobuf::rt::compute_raw_varint32_size(len) + len;
                },
                &StructuredValue_oneof_kind::type_spec_value(ref v) => {
                    let len = v.compute_size();
                    my_size += 2 + ::protobuf::rt::compute_raw_varint32_size(len) + len;
                },
                &StructuredValue_oneof_kind::list_value(ref v) => {
                    let len = v.compute_size();
                    my_size += 2 + ::protobuf::rt::compute_raw_varint32_size(len) + len;
                },
                &StructuredValue_oneof_kind::tuple_value(ref v) => {
                    let len = v.compute_size();
                    my_size += 2 + ::protobuf::rt::compute_raw_varint32_size(len) + len;
                },
                &StructuredValue_oneof_kind::dict_value(ref v) => {
                    let len = v.compute_size();
                    my_size += 2 + ::protobuf::rt::compute_raw_varint32_size(len) + len;
                },
                &StructuredValue_oneof_kind::named_tuple_value(ref v) => {
                    let len = v.compute_size();
                    my_size += 2 + ::protobuf::rt::compute_raw_varint32_size(len) + len;
                },
            };
        }
        my_size += ::protobuf::rt::unknown_fields_size(self.get_unknown_fields());
        self.cached_size.set(my_size);
        my_size
    }

    fn write_to_with_cached_sizes(&self, os: &mut ::protobuf::CodedOutputStream<'_>) -> ::protobuf::ProtobufResult<()> {
        if let ::std::option::Option::Some(ref v) = self.kind {
            match v {
                &StructuredValue_oneof_kind::none_value(ref v) => {
                    os.write_tag(1, ::protobuf::wire_format::WireTypeLengthDelimited)?;
                    os.write_raw_varint32(v.get_cached_size())?;
                    v.write_to_with_cached_sizes(os)?;
                },
                &StructuredValue_oneof_kind::float64_value(v) => {
                    os.write_double(11, v)?;
                },
                &StructuredValue_oneof_kind::int64_value(v) => {
                    os.write_sint64(12, v)?;
                },
                &StructuredValue_oneof_kind::string_value(ref v) => {
                    os.write_string(13, v)?;
                },
                &StructuredValue_oneof_kind::bool_value(v) => {
                    os.write_bool(14, v)?;
                },
                &StructuredValue_oneof_kind::tensor_shape_value(ref v) => {
                    os.write_tag(31, ::protobuf::wire_format::WireTypeLengthDelimited)?;
                    os.write_raw_varint32(v.get_cached_size())?;
                    v.write_to_with_cached_sizes(os)?;
                },
                &StructuredValue_oneof_kind::tensor_dtype_value(v) => {
                    os.write_enum(32, ::protobuf::ProtobufEnum::value(&v))?;
                },
                &StructuredValue_oneof_kind::tensor_spec_value(ref v) => {
                    os.write_tag(33, ::protobuf::wire_format::WireTypeLengthDelimited)?;
                    os.write_raw_varint32(v.get_cached_size())?;
                    v.write_to_with_cached_sizes(os)?;
                },
                &StructuredValue_oneof_kind::type_spec_value(ref v) => {
                    os.write_tag(34, ::protobuf::wire_format::WireTypeLengthDelimited)?;
                    os.write_raw_varint32(v.get_cached_size())?;
                    v.write_to_with_cached_sizes(os)?;
                },
                &StructuredValue_oneof_kind::list_value(ref v) => {
                    os.write_tag(51, ::protobuf::wire_format::WireTypeLengthDelimited)?;
                    os.write_raw_varint32(v.get_cached_size())?;
                    v.write_to_with_cached_sizes(os)?;
                },
                &StructuredValue_oneof_kind::tuple_value(ref v) => {
                    os.write_tag(52, ::protobuf::wire_format::WireTypeLengthDelimited)?;
                    os.write_raw_varint32(v.get_cached_size())?;
                    v.write_to_with_cached_sizes(os)?;
                },
                &StructuredValue_oneof_kind::dict_value(ref v) => {
                    os.write_tag(53, ::protobuf::wire_format::WireTypeLengthDelimited)?;
                    os.write_raw_varint32(v.get_cached_size())?;
                    v.write_to_with_cached_sizes(os)?;
                },
                &StructuredValue_oneof_kind::named_tuple_value(ref v) => {
                    os.write_tag(54, ::protobuf::wire_format::WireTypeLengthDelimited)?;
                    os.write_raw_varint32(v.get_cached_size())?;
                    v.write_to_with_cached_sizes(os)?;
                },
            };
        }
        os.write_unknown_fields(self.get_unknown_fields())?;
        ::std::result::Result::Ok(())
    }

    fn get_cached_size(&self) -> u32 {
        self.cached_size.get()
    }

    fn get_unknown_fields(&self) -> &::protobuf::UnknownFields {
        &self.unknown_fields
    }

    fn mut_unknown_fields(&mut self) -> &mut ::protobuf::UnknownFields {
        &mut self.unknown_fields
    }

    fn as_any(&self) -> &dyn (::std::any::Any) {
        self as &dyn (::std::any::Any)
    }
    fn as_any_mut(&mut self) -> &mut dyn (::std::any::Any) {
        self as &mut dyn (::std::any::Any)
    }
    fn into_any(self: ::std::boxed::Box<Self>) -> ::std::boxed::Box<dyn (::std::any::Any)> {
        self
    }

    fn descriptor(&self) -> &'static ::protobuf::reflect::MessageDescriptor {
        Self::descriptor_static()
    }

    fn new() -> StructuredValue {
        StructuredValue::new()
    }

    fn descriptor_static() -> &'static ::protobuf::reflect::MessageDescriptor {
        static descriptor: ::protobuf::rt::LazyV2<::protobuf::reflect::MessageDescriptor> = ::protobuf::rt::LazyV2::INIT;
        descriptor.get(|| {
            let mut fields = ::std::vec::Vec::new();
            fields.push(::protobuf::reflect::accessor::make_singular_message_accessor::<_, NoneValue>(
                "none_value",
                StructuredValue::has_none_value,
                StructuredValue::get_none_value,
            ));
            fields.push(::protobuf::reflect::accessor::make_singular_f64_accessor::<_>(
                "float64_value",
                StructuredValue::has_float64_value,
                StructuredValue::get_float64_value,
            ));
            fields.push(::protobuf::reflect::accessor::make_singular_i64_accessor::<_>(
                "int64_value",
                StructuredValue::has_int64_value,
                StructuredValue::get_int64_value,
            ));
            fields.push(::protobuf::reflect::accessor::make_singular_string_accessor::<_>(
                "string_value",
                StructuredValue::has_string_value,
                StructuredValue::get_string_value,
            ));
            fields.push(::protobuf::reflect::accessor::make_singular_bool_accessor::<_>(
                "bool_value",
                StructuredValue::has_bool_value,
                StructuredValue::get_bool_value,
            ));
            fields.push(::protobuf::reflect::accessor::make_singular_message_accessor::<_, super::tensor_shape::TensorShapeProto>(
                "tensor_shape_value",
                StructuredValue::has_tensor_shape_value,
                StructuredValue::get_tensor_shape_value,
            ));
            fields.push(::protobuf::reflect::accessor::make_singular_enum_accessor::<_, super::types::DataType>(
                "tensor_dtype_value",
                StructuredValue::has_tensor_dtype_value,
                StructuredValue::get_tensor_dtype_value,
            ));
            fields.push(::protobuf::reflect::accessor::make_singular_message_accessor::<_, TensorSpecProto>(
                "tensor_spec_value",
                StructuredValue::has_tensor_spec_value,
                StructuredValue::get_tensor_spec_value,
            ));
            fields.push(::protobuf::reflect::accessor::make_singular_message_accessor::<_, TypeSpecProto>(
                "type_spec_value",
                StructuredValue::has_type_spec_value,
                StructuredValue::get_type_spec_value,
            ));
            fields.push(::protobuf::reflect::accessor::make_singular_message_accessor::<_, ListValue>(
                "list_value",
                StructuredValue::has_list_value,
                StructuredValue::get_list_value,
            ));
            fields.push(::protobuf::reflect::accessor::make_singular_message_accessor::<_, TupleValue>(
                "tuple_value",
                StructuredValue::has_tuple_value,
                StructuredValue::get_tuple_value,
            ));
            fields.push(::protobuf::reflect::accessor::make_singular_message_accessor::<_, DictValue>(
                "dict_value",
                StructuredValue::has_dict_value,
                StructuredValue::get_dict_value,
            ));
            fields.push(::protobuf::reflect::accessor::make_singular_message_accessor::<_, NamedTupleValue>(
                "named_tuple_value",
                StructuredValue::has_named_tuple_value,
                StructuredValue::get_named_tuple_value,
            ));
            ::protobuf::reflect::MessageDescriptor::new_pb_name::<StructuredValue>(
                "StructuredValue",
                fields,
                file_descriptor_proto()
            )
        })
    }

    fn default_instance() -> &'static StructuredValue {
        static instance: ::protobuf::rt::LazyV2<StructuredValue> = ::protobuf::rt::LazyV2::INIT;
        instance.get(StructuredValue::new)
    }
}

impl ::protobuf::Clear for StructuredValue {
    fn clear(&mut self) {
        self.kind = ::std::option::Option::None;
        self.kind = ::std::option::Option::None;
        self.kind = ::std::option::Option::None;
        self.kind = ::std::option::Option::None;
        self.kind = ::std::option::Option::None;
        self.kind = ::std::option::Option::None;
        self.kind = ::std::option::Option::None;
        self.kind = ::std::option::Option::None;
        self.kind = ::std::option::Option::None;
        self.kind = ::std::option::Option::None;
        self.kind = ::std::option::Option::None;
        self.kind = ::std::option::Option::None;
        self.kind = ::std::option::Option::None;
        self.unknown_fields.clear();
    }
}

impl ::std::fmt::Debug for StructuredValue {
    fn fmt(&self, f: &mut ::std::fmt::Formatter<'_>) -> ::std::fmt::Result {
        ::protobuf::text_format::fmt(self, f)
    }
}

impl ::protobuf::reflect::ProtobufValue for StructuredValue {
    fn as_ref(&self) -> ::protobuf::reflect::ReflectValueRef {
        ::protobuf::reflect::ReflectValueRef::Message(self)
    }
}

#[derive(PartialEq,Clone,Default)]
pub struct NoneValue {
    // special fields
    pub unknown_fields: ::protobuf::UnknownFields,
    pub cached_size: ::protobuf::CachedSize,
}

impl<'a> ::std::default::Default for &'a NoneValue {
    fn default() -> &'a NoneValue {
        <NoneValue as ::protobuf::Message>::default_instance()
    }
}

impl NoneValue {
    pub fn new() -> NoneValue {
        ::std::default::Default::default()
    }
}

impl ::protobuf::Message for NoneValue {
    fn is_initialized(&self) -> bool {
        true
    }

    fn merge_from(&mut self, is: &mut ::protobuf::CodedInputStream<'_>) -> ::protobuf::ProtobufResult<()> {
        while !is.eof()? {
            let (field_number, wire_type) = is.read_tag_unpack()?;
            match field_number {
                _ => {
                    ::protobuf::rt::read_unknown_or_skip_group(field_number, wire_type, is, self.mut_unknown_fields())?;
                },
            };
        }
        ::std::result::Result::Ok(())
    }

    // Compute sizes of nested messages
    #[allow(unused_variables)]
    fn compute_size(&self) -> u32 {
        let mut my_size = 0;
        my_size += ::protobuf::rt::unknown_fields_size(self.get_unknown_fields());
        self.cached_size.set(my_size);
        my_size
    }

    fn write_to_with_cached_sizes(&self, os: &mut ::protobuf::CodedOutputStream<'_>) -> ::protobuf::ProtobufResult<()> {
        os.write_unknown_fields(self.get_unknown_fields())?;
        ::std::result::Result::Ok(())
    }

    fn get_cached_size(&self) -> u32 {
        self.cached_size.get()
    }

    fn get_unknown_fields(&self) -> &::protobuf::UnknownFields {
        &self.unknown_fields
    }

    fn mut_unknown_fields(&mut self) -> &mut ::protobuf::UnknownFields {
        &mut self.unknown_fields
    }

    fn as_any(&self) -> &dyn (::std::any::Any) {
        self as &dyn (::std::any::Any)
    }
    fn as_any_mut(&mut self) -> &mut dyn (::std::any::Any) {
        self as &mut dyn (::std::any::Any)
    }
    fn into_any(self: ::std::boxed::Box<Self>) -> ::std::boxed::Box<dyn (::std::any::Any)> {
        self
    }

    fn descriptor(&self) -> &'static ::protobuf::reflect::MessageDescriptor {
        Self::descriptor_static()
    }

    fn new() -> NoneValue {
        NoneValue::new()
    }

    fn descriptor_static() -> &'static ::protobuf::reflect::MessageDescriptor {
        static descriptor: ::protobuf::rt::LazyV2<::protobuf::reflect::MessageDescriptor> = ::protobuf::rt::LazyV2::INIT;
        descriptor.get(|| {
            let fields = ::std::vec::Vec::new();
            ::protobuf::reflect::MessageDescriptor::new_pb_name::<NoneValue>(
                "NoneValue",
                fields,
                file_descriptor_proto()
            )
        })
    }

    fn default_instance() -> &'static NoneValue {
        static instance: ::protobuf::rt::LazyV2<NoneValue> = ::protobuf::rt::LazyV2::INIT;
        instance.get(NoneValue::new)
    }
}

impl ::protobuf::Clear for NoneValue {
    fn clear(&mut self) {
        self.unknown_fields.clear();
    }
}

impl ::std::fmt::Debug for NoneValue {
    fn fmt(&self, f: &mut ::std::fmt::Formatter<'_>) -> ::std::fmt::Result {
        ::protobuf::text_format::fmt(self, f)
    }
}

impl ::protobuf::reflect::ProtobufValue for NoneValue {
    fn as_ref(&self) -> ::protobuf::reflect::ReflectValueRef {
        ::protobuf::reflect::ReflectValueRef::Message(self)
    }
}

#[derive(PartialEq,Clone,Default)]
pub struct ListValue {
    // message fields
    pub values: ::protobuf::RepeatedField<StructuredValue>,
    // special fields
    pub unknown_fields: ::protobuf::UnknownFields,
    pub cached_size: ::protobuf::CachedSize,
}

impl<'a> ::std::default::Default for &'a ListValue {
    fn default() -> &'a ListValue {
        <ListValue as ::protobuf::Message>::default_instance()
    }
}

impl ListValue {
    pub fn new() -> ListValue {
        ::std::default::Default::default()
    }

    // repeated .tensorflow.StructuredValue values = 1;


    pub fn get_values(&self) -> &[StructuredValue] {
        &self.values
    }
    pub fn clear_values(&mut self) {
        self.values.clear();
    }

    // Param is passed by value, moved
    pub fn set_values(&mut self, v: ::protobuf::RepeatedField<StructuredValue>) {
        self.values = v;
    }

    // Mutable pointer to the field.
    pub fn mut_values(&mut self) -> &mut ::protobuf::RepeatedField<StructuredValue> {
        &mut self.values
    }

    // Take field
    pub fn take_values(&mut self) -> ::protobuf::RepeatedField<StructuredValue> {
        ::std::mem::replace(&mut self.values, ::protobuf::RepeatedField::new())
    }
}

impl ::protobuf::Message for ListValue {
    fn is_initialized(&self) -> bool {
        for v in &self.values {
            if !v.is_initialized() {
                return false;
            }
        };
        true
    }

    fn merge_from(&mut self, is: &mut ::protobuf::CodedInputStream<'_>) -> ::protobuf::ProtobufResult<()> {
        while !is.eof()? {
            let (field_number, wire_type) = is.read_tag_unpack()?;
            match field_number {
                1 => {
                    ::protobuf::rt::read_repeated_message_into(wire_type, is, &mut self.values)?;
                },
                _ => {
                    ::protobuf::rt::read_unknown_or_skip_group(field_number, wire_type, is, self.mut_unknown_fields())?;
                },
            };
        }
        ::std::result::Result::Ok(())
    }

    // Compute sizes of nested messages
    #[allow(unused_variables)]
    fn compute_size(&self) -> u32 {
        let mut my_size = 0;
        for value in &self.values {
            let len = value.compute_size();
            my_size += 1 + ::protobuf::rt::compute_raw_varint32_size(len) + len;
        };
        my_size += ::protobuf::rt::unknown_fields_size(self.get_unknown_fields());
        self.cached_size.set(my_size);
        my_size
    }

    fn write_to_with_cached_sizes(&self, os: &mut ::protobuf::CodedOutputStream<'_>) -> ::protobuf::ProtobufResult<()> {
        for v in &self.values {
            os.write_tag(1, ::protobuf::wire_format::WireTypeLengthDelimited)?;
            os.write_raw_varint32(v.get_cached_size())?;
            v.write_to_with_cached_sizes(os)?;
        };
        os.write_unknown_fields(self.get_unknown_fields())?;
        ::std::result::Result::Ok(())
    }

    fn get_cached_size(&self) -> u32 {
        self.cached_size.get()
    }

    fn get_unknown_fields(&self) -> &::protobuf::UnknownFields {
        &self.unknown_fields
    }

    fn mut_unknown_fields(&mut self) -> &mut ::protobuf::UnknownFields {
        &mut self.unknown_fields
    }

    fn as_any(&self) -> &dyn (::std::any::Any) {
        self as &dyn (::std::any::Any)
    }
    fn as_any_mut(&mut self) -> &mut dyn (::std::any::Any) {
        self as &mut dyn (::std::any::Any)
    }
    fn into_any(self: ::std::boxed::Box<Self>) -> ::std::boxed::Box<dyn (::std::any::Any)> {
        self
    }

    fn descriptor(&self) -> &'static ::protobuf::reflect::MessageDescriptor {
        Self::descriptor_static()
    }

    fn new() -> ListValue {
        ListValue::new()
    }

    fn descriptor_static() -> &'static ::protobuf::reflect::MessageDescriptor {
        static descriptor: ::protobuf::rt::LazyV2<::protobuf::reflect::MessageDescriptor> = ::protobuf::rt::LazyV2::INIT;
        descriptor.get(|| {
            let mut fields = ::std::vec::Vec::new();
            fields.push(::protobuf::reflect::accessor::make_repeated_field_accessor::<_, ::protobuf::types::ProtobufTypeMessage<StructuredValue>>(
                "values",
                |m: &ListValue| { &m.values },
                |m: &mut ListValue| { &mut m.values },
            ));
            ::protobuf::reflect::MessageDescriptor::new_pb_name::<ListValue>(
                "ListValue",
                fields,
                file_descriptor_proto()
            )
        })
    }

    fn default_instance() -> &'static ListValue {
        static instance: ::protobuf::rt::LazyV2<ListValue> = ::protobuf::rt::LazyV2::INIT;
        instance.get(ListValue::new)
    }
}

impl ::protobuf::Clear for ListValue {
    fn clear(&mut self) {
        self.values.clear();
        self.unknown_fields.clear();
    }
}

impl ::std::fmt::Debug for ListValue {
    fn fmt(&self, f: &mut ::std::fmt::Formatter<'_>) -> ::std::fmt::Result {
        ::protobuf::text_format::fmt(self, f)
    }
}

impl ::protobuf::reflect::ProtobufValue for ListValue {
    fn as_ref(&self) -> ::protobuf::reflect::ReflectValueRef {
        ::protobuf::reflect::ReflectValueRef::Message(self)
    }
}

#[derive(PartialEq,Clone,Default)]
pub struct TupleValue {
    // message fields
    pub values: ::protobuf::RepeatedField<StructuredValue>,
    // special fields
    pub unknown_fields: ::protobuf::UnknownFields,
    pub cached_size: ::protobuf::CachedSize,
}

impl<'a> ::std::default::Default for &'a TupleValue {
    fn default() -> &'a TupleValue {
        <TupleValue as ::protobuf::Message>::default_instance()
    }
}

impl TupleValue {
    pub fn new() -> TupleValue {
        ::std::default::Default::default()
    }

    // repeated .tensorflow.StructuredValue values = 1;


    pub fn get_values(&self) -> &[StructuredValue] {
        &self.values
    }
    pub fn clear_values(&mut self) {
        self.values.clear();
    }

    // Param is passed by value, moved
    pub fn set_values(&mut self, v: ::protobuf::RepeatedField<StructuredValue>) {
        self.values = v;
    }

    // Mutable pointer to the field.
    pub fn mut_values(&mut self) -> &mut ::protobuf::RepeatedField<StructuredValue> {
        &mut self.values
    }

    // Take field
    pub fn take_values(&mut self) -> ::protobuf::RepeatedField<StructuredValue> {
        ::std::mem::replace(&mut self.values, ::protobuf::RepeatedField::new())
    }
}

impl ::protobuf::Message for TupleValue {
    fn is_initialized(&self) -> bool {
        for v in &self.values {
            if !v.is_initialized() {
                return false;
            }
        };
        true
    }

    fn merge_from(&mut self, is: &mut ::protobuf::CodedInputStream<'_>) -> ::protobuf::ProtobufResult<()> {
        while !is.eof()? {
            let (field_number, wire_type) = is.read_tag_unpack()?;
            match field_number {
                1 => {
                    ::protobuf::rt::read_repeated_message_into(wire_type, is, &mut self.values)?;
                },
                _ => {
                    ::protobuf::rt::read_unknown_or_skip_group(field_number, wire_type, is, self.mut_unknown_fields())?;
                },
            };
        }
        ::std::result::Result::Ok(())
    }

    // Compute sizes of nested messages
    #[allow(unused_variables)]
    fn compute_size(&self) -> u32 {
        let mut my_size = 0;
        for value in &self.values {
            let len = value.compute_size();
            my_size += 1 + ::protobuf::rt::compute_raw_varint32_size(len) + len;
        };
        my_size += ::protobuf::rt::unknown_fields_size(self.get_unknown_fields());
        self.cached_size.set(my_size);
        my_size
    }

    fn write_to_with_cached_sizes(&self, os: &mut ::protobuf::CodedOutputStream<'_>) -> ::protobuf::ProtobufResult<()> {
        for v in &self.values {
            os.write_tag(1, ::protobuf::wire_format::WireTypeLengthDelimited)?;
            os.write_raw_varint32(v.get_cached_size())?;
            v.write_to_with_cached_sizes(os)?;
        };
        os.write_unknown_fields(self.get_unknown_fields())?;
        ::std::result::Result::Ok(())
    }

    fn get_cached_size(&self) -> u32 {
        self.cached_size.get()
    }

    fn get_unknown_fields(&self) -> &::protobuf::UnknownFields {
        &self.unknown_fields
    }

    fn mut_unknown_fields(&mut self) -> &mut ::protobuf::UnknownFields {
        &mut self.unknown_fields
    }

    fn as_any(&self) -> &dyn (::std::any::Any) {
        self as &dyn (::std::any::Any)
    }
    fn as_any_mut(&mut self) -> &mut dyn (::std::any::Any) {
        self as &mut dyn (::std::any::Any)
    }
    fn into_any(self: ::std::boxed::Box<Self>) -> ::std::boxed::Box<dyn (::std::any::Any)> {
        self
    }

    fn descriptor(&self) -> &'static ::protobuf::reflect::MessageDescriptor {
        Self::descriptor_static()
    }

    fn new() -> TupleValue {
        TupleValue::new()
    }

    fn descriptor_static() -> &'static ::protobuf::reflect::MessageDescriptor {
        static descriptor: ::protobuf::rt::LazyV2<::protobuf::reflect::MessageDescriptor> = ::protobuf::rt::LazyV2::INIT;
        descriptor.get(|| {
            let mut fields = ::std::vec::Vec::new();
            fields.push(::protobuf::reflect::accessor::make_repeated_field_accessor::<_, ::protobuf::types::ProtobufTypeMessage<StructuredValue>>(
                "values",
                |m: &TupleValue| { &m.values },
                |m: &mut TupleValue| { &mut m.values },
            ));
            ::protobuf::reflect::MessageDescriptor::new_pb_name::<TupleValue>(
                "TupleValue",
                fields,
                file_descriptor_proto()
            )
        })
    }

    fn default_instance() -> &'static TupleValue {
        static instance: ::protobuf::rt::LazyV2<TupleValue> = ::protobuf::rt::LazyV2::INIT;
        instance.get(TupleValue::new)
    }
}

impl ::protobuf::Clear for TupleValue {
    fn clear(&mut self) {
        self.values.clear();
        self.unknown_fields.clear();
    }
}

impl ::std::fmt::Debug for TupleValue {
    fn fmt(&self, f: &mut ::std::fmt::Formatter<'_>) -> ::std::fmt::Result {
        ::protobuf::text_format::fmt(self, f)
    }
}

impl ::protobuf::reflect::ProtobufValue for TupleValue {
    fn as_ref(&self) -> ::protobuf::reflect::ReflectValueRef {
        ::protobuf::reflect::ReflectValueRef::Message(self)
    }
}

#[derive(PartialEq,Clone,Default)]
pub struct DictValue {
    // message fields
    pub fields: ::std::collections::HashMap<::std::string::String, StructuredValue>,
    // special fields
    pub unknown_fields: ::protobuf::UnknownFields,
    pub cached_size: ::protobuf::CachedSize,
}

impl<'a> ::std::default::Default for &'a DictValue {
    fn default() -> &'a DictValue {
        <DictValue as ::protobuf::Message>::default_instance()
    }
}

impl DictValue {
    pub fn new() -> DictValue {
        ::std::default::Default::default()
    }

    // repeated .tensorflow.DictValue.FieldsEntry fields = 1;


    pub fn get_fields(&self) -> &::std::collections::HashMap<::std::string::String, StructuredValue> {
        &self.fields
    }
    pub fn clear_fields(&mut self) {
        self.fields.clear();
    }

    // Param is passed by value, moved
    pub fn set_fields(&mut self, v: ::std::collections::HashMap<::std::string::String, StructuredValue>) {
        self.fields = v;
    }

    // Mutable pointer to the field.
    pub fn mut_fields(&mut self) -> &mut ::std::collections::HashMap<::std::string::String, StructuredValue> {
        &mut self.fields
    }

    // Take field
    pub fn take_fields(&mut self) -> ::std::collections::HashMap<::std::string::String, StructuredValue> {
        ::std::mem::replace(&mut self.fields, ::std::collections::HashMap::new())
    }
}

impl ::protobuf::Message for DictValue {
    fn is_initialized(&self) -> bool {
        true
    }

    fn merge_from(&mut self, is: &mut ::protobuf::CodedInputStream<'_>) -> ::protobuf::ProtobufResult<()> {
        while !is.eof()? {
            let (field_number, wire_type) = is.read_tag_unpack()?;
            match field_number {
                1 => {
                    ::protobuf::rt::read_map_into::<::protobuf::types::ProtobufTypeString, ::protobuf::types::ProtobufTypeMessage<StructuredValue>>(wire_type, is, &mut self.fields)?;
                },
                _ => {
                    ::protobuf::rt::read_unknown_or_skip_group(field_number, wire_type, is, self.mut_unknown_fields())?;
                },
            };
        }
        ::std::result::Result::Ok(())
    }

    // Compute sizes of nested messages
    #[allow(unused_variables)]
    fn compute_size(&self) -> u32 {
        let mut my_size = 0;
        my_size += ::protobuf::rt::compute_map_size::<::protobuf::types::ProtobufTypeString, ::protobuf::types::ProtobufTypeMessage<StructuredValue>>(1, &self.fields);
        my_size += ::protobuf::rt::unknown_fields_size(self.get_unknown_fields());
        self.cached_size.set(my_size);
        my_size
    }

    fn write_to_with_cached_sizes(&self, os: &mut ::protobuf::CodedOutputStream<'_>) -> ::protobuf::ProtobufResult<()> {
        ::protobuf::rt::write_map_with_cached_sizes::<::protobuf::types::ProtobufTypeString, ::protobuf::types::ProtobufTypeMessage<StructuredValue>>(1, &self.fields, os)?;
        os.write_unknown_fields(self.get_unknown_fields())?;
        ::std::result::Result::Ok(())
    }

    fn get_cached_size(&self) -> u32 {
        self.cached_size.get()
    }

    fn get_unknown_fields(&self) -> &::protobuf::UnknownFields {
        &self.unknown_fields
    }

    fn mut_unknown_fields(&mut self) -> &mut ::protobuf::UnknownFields {
        &mut self.unknown_fields
    }

    fn as_any(&self) -> &dyn (::std::any::Any) {
        self as &dyn (::std::any::Any)
    }
    fn as_any_mut(&mut self) -> &mut dyn (::std::any::Any) {
        self as &mut dyn (::std::any::Any)
    }
    fn into_any(self: ::std::boxed::Box<Self>) -> ::std::boxed::Box<dyn (::std::any::Any)> {
        self
    }

    fn descriptor(&self) -> &'static ::protobuf::reflect::MessageDescriptor {
        Self::descriptor_static()
    }

    fn new() -> DictValue {
        DictValue::new()
    }

    fn descriptor_static() -> &'static ::protobuf::reflect::MessageDescriptor {
        static descriptor: ::protobuf::rt::LazyV2<::protobuf::reflect::MessageDescriptor> = ::protobuf::rt::LazyV2::INIT;
        descriptor.get(|| {
            let mut fields = ::std::vec::Vec::new();
            fields.push(::protobuf::reflect::accessor::make_map_accessor::<_, ::protobuf::types::ProtobufTypeString, ::protobuf::types::ProtobufTypeMessage<StructuredValue>>(
                "fields",
                |m: &DictValue| { &m.fields },
                |m: &mut DictValue| { &mut m.fields },
            ));
            ::protobuf::reflect::MessageDescriptor::new_pb_name::<DictValue>(
                "DictValue",
                fields,
                file_descriptor_proto()
            )
        })
    }

    fn default_instance() -> &'static DictValue {
        static instance: ::protobuf::rt::LazyV2<DictValue> = ::protobuf::rt::LazyV2::INIT;
        instance.get(DictValue::new)
    }
}

impl ::protobuf::Clear for DictValue {
    fn clear(&mut self) {
        self.fields.clear();
        self.unknown_fields.clear();
    }
}

impl ::std::fmt::Debug for DictValue {
    fn fmt(&self, f: &mut ::std::fmt::Formatter<'_>) -> ::std::fmt::Result {
        ::protobuf::text_format::fmt(self, f)
    }
}

impl ::protobuf::reflect::ProtobufValue for DictValue {
    fn as_ref(&self) -> ::protobuf::reflect::ReflectValueRef {
        ::protobuf::reflect::ReflectValueRef::Message(self)
    }
}

#[derive(PartialEq,Clone,Default)]
pub struct PairValue {
    // message fields
    pub key: ::std::string::String,
    pub value: ::protobuf::SingularPtrField<StructuredValue>,
    // special fields
    pub unknown_fields: ::protobuf::UnknownFields,
    pub cached_size: ::protobuf::CachedSize,
}

impl<'a> ::std::default::Default for &'a PairValue {
    fn default() -> &'a PairValue {
        <PairValue as ::protobuf::Message>::default_instance()
    }
}

impl PairValue {
    pub fn new() -> PairValue {
        ::std::default::Default::default()
    }

    // string key = 1;


    pub fn get_key(&self) -> &str {
        &self.key
    }
    pub fn clear_key(&mut self) {
        self.key.clear();
    }

    // Param is passed by value, moved
    pub fn set_key(&mut self, v: ::std::string::String) {
        self.key = v;
    }

    // Mutable pointer to the field.
    // If field is not initialized, it is initialized with default value first.
    pub fn mut_key(&mut self) -> &mut ::std::string::String {
        &mut self.key
    }

    // Take field
    pub fn take_key(&mut self) -> ::std::string::String {
        ::std::mem::replace(&mut self.key, ::std::string::String::new())
    }

    // .tensorflow.StructuredValue value = 2;


    pub fn get_value(&self) -> &StructuredValue {
        self.value.as_ref().unwrap_or_else(|| <StructuredValue as ::protobuf::Message>::default_instance())
    }
    pub fn clear_value(&mut self) {
        self.value.clear();
    }

    pub fn has_value(&self) -> bool {
        self.value.is_some()
    }

    // Param is passed by value, moved
    pub fn set_value(&mut self, v: StructuredValue) {
        self.value = ::protobuf::SingularPtrField::some(v);
    }

    // Mutable pointer to the field.
    // If field is not initialized, it is initialized with default value first.
    pub fn mut_value(&mut self) -> &mut StructuredValue {
        if self.value.is_none() {
            self.value.set_default();
        }
        self.value.as_mut().unwrap()
    }

    // Take field
    pub fn take_value(&mut self) -> StructuredValue {
        self.value.take().unwrap_or_else(|| StructuredValue::new())
    }
}

impl ::protobuf::Message for PairValue {
    fn is_initialized(&self) -> bool {
        for v in &self.value {
            if !v.is_initialized() {
                return false;
            }
        };
        true
    }

    fn merge_from(&mut self, is: &mut ::protobuf::CodedInputStream<'_>) -> ::protobuf::ProtobufResult<()> {
        while !is.eof()? {
            let (field_number, wire_type) = is.read_tag_unpack()?;
            match field_number {
                1 => {
                    ::protobuf::rt::read_singular_proto3_string_into(wire_type, is, &mut self.key)?;
                },
                2 => {
                    ::protobuf::rt::read_singular_message_into(wire_type, is, &mut self.value)?;
                },
                _ => {
                    ::protobuf::rt::read_unknown_or_skip_group(field_number, wire_type, is, self.mut_unknown_fields())?;
                },
            };
        }
        ::std::result::Result::Ok(())
    }

    // Compute sizes of nested messages
    #[allow(unused_variables)]
    fn compute_size(&self) -> u32 {
        let mut my_size = 0;
        if !self.key.is_empty() {
            my_size += ::protobuf::rt::string_size(1, &self.key);
        }
        if let Some(ref v) = self.value.as_ref() {
            let len = v.compute_size();
            my_size += 1 + ::protobuf::rt::compute_raw_varint32_size(len) + len;
        }
        my_size += ::protobuf::rt::unknown_fields_size(self.get_unknown_fields());
        self.cached_size.set(my_size);
        my_size
    }

    fn write_to_with_cached_sizes(&self, os: &mut ::protobuf::CodedOutputStream<'_>) -> ::protobuf::ProtobufResult<()> {
        if !self.key.is_empty() {
            os.write_string(1, &self.key)?;
        }
        if let Some(ref v) = self.value.as_ref() {
            os.write_tag(2, ::protobuf::wire_format::WireTypeLengthDelimited)?;
            os.write_raw_varint32(v.get_cached_size())?;
            v.write_to_with_cached_sizes(os)?;
        }
        os.write_unknown_fields(self.get_unknown_fields())?;
        ::std::result::Result::Ok(())
    }

    fn get_cached_size(&self) -> u32 {
        self.cached_size.get()
    }

    fn get_unknown_fields(&self) -> &::protobuf::UnknownFields {
        &self.unknown_fields
    }

    fn mut_unknown_fields(&mut self) -> &mut ::protobuf::UnknownFields {
        &mut self.unknown_fields
    }

    fn as_any(&self) -> &dyn (::std::any::Any) {
        self as &dyn (::std::any::Any)
    }
    fn as_any_mut(&mut self) -> &mut dyn (::std::any::Any) {
        self as &mut dyn (::std::any::Any)
    }
    fn into_any(self: ::std::boxed::Box<Self>) -> ::std::boxed::Box<dyn (::std::any::Any)> {
        self
    }

    fn descriptor(&self) -> &'static ::protobuf::reflect::MessageDescriptor {
        Self::descriptor_static()
    }

    fn new() -> PairValue {
        PairValue::new()
    }

    fn descriptor_static() -> &'static ::protobuf::reflect::MessageDescriptor {
        static descriptor: ::protobuf::rt::LazyV2<::protobuf::reflect::MessageDescriptor> = ::protobuf::rt::LazyV2::INIT;
        descriptor.get(|| {
            let mut fields = ::std::vec::Vec::new();
            fields.push(::protobuf::reflect::accessor::make_simple_field_accessor::<_, ::protobuf::types::ProtobufTypeString>(
                "key",
                |m: &PairValue| { &m.key },
                |m: &mut PairValue| { &mut m.key },
            ));
            fields.push(::protobuf::reflect::accessor::make_singular_ptr_field_accessor::<_, ::protobuf::types::ProtobufTypeMessage<StructuredValue>>(
                "value",
                |m: &PairValue| { &m.value },
                |m: &mut PairValue| { &mut m.value },
            ));
            ::protobuf::reflect::MessageDescriptor::new_pb_name::<PairValue>(
                "PairValue",
                fields,
                file_descriptor_proto()
            )
        })
    }

    fn default_instance() -> &'static PairValue {
        static instance: ::protobuf::rt::LazyV2<PairValue> = ::protobuf::rt::LazyV2::INIT;
        instance.get(PairValue::new)
    }
}

impl ::protobuf::Clear for PairValue {
    fn clear(&mut self) {
        self.key.clear();
        self.value.clear();
        self.unknown_fields.clear();
    }
}

impl ::std::fmt::Debug for PairValue {
    fn fmt(&self, f: &mut ::std::fmt::Formatter<'_>) -> ::std::fmt::Result {
        ::protobuf::text_format::fmt(self, f)
    }
}

impl ::protobuf::reflect::ProtobufValue for PairValue {
    fn as_ref(&self) -> ::protobuf::reflect::ReflectValueRef {
        ::protobuf::reflect::ReflectValueRef::Message(self)
    }
}

#[derive(PartialEq,Clone,Default)]
pub struct NamedTupleValue {
    // message fields
    pub name: ::std::string::String,
    pub values: ::protobuf::RepeatedField<PairValue>,
    // special fields
    pub unknown_fields: ::protobuf::UnknownFields,
    pub cached_size: ::protobuf::CachedSize,
}

impl<'a> ::std::default::Default for &'a NamedTupleValue {
    fn default() -> &'a NamedTupleValue {
        <NamedTupleValue as ::protobuf::Message>::default_instance()
    }
}

impl NamedTupleValue {
    pub fn new() -> NamedTupleValue {
        ::std::default::Default::default()
    }

    // string name = 1;


    pub fn get_name(&self) -> &str {
        &self.name
    }
    pub fn clear_name(&mut self) {
        self.name.clear();
    }

    // Param is passed by value, moved
    pub fn set_name(&mut self, v: ::std::string::String) {
        self.name = v;
    }

    // Mutable pointer to the field.
    // If field is not initialized, it is initialized with default value first.
    pub fn mut_name(&mut self) -> &mut ::std::string::String {
        &mut self.name
    }

    // Take field
    pub fn take_name(&mut self) -> ::std::string::String {
        ::std::mem::replace(&mut self.name, ::std::string::String::new())
    }

    // repeated .tensorflow.PairValue values = 2;


    pub fn get_values(&self) -> &[PairValue] {
        &self.values
    }
    pub fn clear_values(&mut self) {
        self.values.clear();
    }

    // Param is passed by value, moved
    pub fn set_values(&mut self, v: ::protobuf::RepeatedField<PairValue>) {
        self.values = v;
    }

    // Mutable pointer to the field.
    pub fn mut_values(&mut self) -> &mut ::protobuf::RepeatedField<PairValue> {
        &mut self.values
    }

    // Take field
    pub fn take_values(&mut self) -> ::protobuf::RepeatedField<PairValue> {
        ::std::mem::replace(&mut self.values, ::protobuf::RepeatedField::new())
    }
}

impl ::protobuf::Message for NamedTupleValue {
    fn is_initialized(&self) -> bool {
        for v in &self.values {
            if !v.is_initialized() {
                return false;
            }
        };
        true
    }

    fn merge_from(&mut self, is: &mut ::protobuf::CodedInputStream<'_>) -> ::protobuf::ProtobufResult<()> {
        while !is.eof()? {
            let (field_number, wire_type) = is.read_tag_unpack()?;
            match field_number {
                1 => {
                    ::protobuf::rt::read_singular_proto3_string_into(wire_type, is, &mut self.name)?;
                },
                2 => {
                    ::protobuf::rt::read_repeated_message_into(wire_type, is, &mut self.values)?;
                },
                _ => {
                    ::protobuf::rt::read_unknown_or_skip_group(field_number, wire_type, is, self.mut_unknown_fields())?;
                },
            };
        }
        ::std::result::Result::Ok(())
    }

    // Compute sizes of nested messages
    #[allow(unused_variables)]
    fn compute_size(&self) -> u32 {
        let mut my_size = 0;
        if !self.name.is_empty() {
            my_size += ::protobuf::rt::string_size(1, &self.name);
        }
        for value in &self.values {
            let len = value.compute_size();
            my_size += 1 + ::protobuf::rt::compute_raw_varint32_size(len) + len;
        };
        my_size += ::protobuf::rt::unknown_fields_size(self.get_unknown_fields());
        self.cached_size.set(my_size);
        my_size
    }

    fn write_to_with_cached_sizes(&self, os: &mut ::protobuf::CodedOutputStream<'_>) -> ::protobuf::ProtobufResult<()> {
        if !self.name.is_empty() {
            os.write_string(1, &self.name)?;
        }
        for v in &self.values {
            os.write_tag(2, ::protobuf::wire_format::WireTypeLengthDelimited)?;
            os.write_raw_varint32(v.get_cached_size())?;
            v.write_to_with_cached_sizes(os)?;
        };
        os.write_unknown_fields(self.get_unknown_fields())?;
        ::std::result::Result::Ok(())
    }

    fn get_cached_size(&self) -> u32 {
        self.cached_size.get()
    }

    fn get_unknown_fields(&self) -> &::protobuf::UnknownFields {
        &self.unknown_fields
    }

    fn mut_unknown_fields(&mut self) -> &mut ::protobuf::UnknownFields {
        &mut self.unknown_fields
    }

    fn as_any(&self) -> &dyn (::std::any::Any) {
        self as &dyn (::std::any::Any)
    }
    fn as_any_mut(&mut self) -> &mut dyn (::std::any::Any) {
        self as &mut dyn (::std::any::Any)
    }
    fn into_any(self: ::std::boxed::Box<Self>) -> ::std::boxed::Box<dyn (::std::any::Any)> {
        self
    }

    fn descriptor(&self) -> &'static ::protobuf::reflect::MessageDescriptor {
        Self::descriptor_static()
    }

    fn new() -> NamedTupleValue {
        NamedTupleValue::new()
    }

    fn descriptor_static() -> &'static ::protobuf::reflect::MessageDescriptor {
        static descriptor: ::protobuf::rt::LazyV2<::protobuf::reflect::MessageDescriptor> = ::protobuf::rt::LazyV2::INIT;
        descriptor.get(|| {
            let mut fields = ::std::vec::Vec::new();
            fields.push(::protobuf::reflect::accessor::make_simple_field_accessor::<_, ::protobuf::types::ProtobufTypeString>(
                "name",
                |m: &NamedTupleValue| { &m.name },
                |m: &mut NamedTupleValue| { &mut m.name },
            ));
            fields.push(::protobuf::reflect::accessor::make_repeated_field_accessor::<_, ::protobuf::types::ProtobufTypeMessage<PairValue>>(
                "values",
                |m: &NamedTupleValue| { &m.values },
                |m: &mut NamedTupleValue| { &mut m.values },
            ));
            ::protobuf::reflect::MessageDescriptor::new_pb_name::<NamedTupleValue>(
                "NamedTupleValue",
                fields,
                file_descriptor_proto()
            )
        })
    }

    fn default_instance() -> &'static NamedTupleValue {
        static instance: ::protobuf::rt::LazyV2<NamedTupleValue> = ::protobuf::rt::LazyV2::INIT;
        instance.get(NamedTupleValue::new)
    }
}

impl ::protobuf::Clear for NamedTupleValue {
    fn clear(&mut self) {
        self.name.clear();
        self.values.clear();
        self.unknown_fields.clear();
    }
}

impl ::std::fmt::Debug for NamedTupleValue {
    fn fmt(&self, f: &mut ::std::fmt::Formatter<'_>) -> ::std::fmt::Result {
        ::protobuf::text_format::fmt(self, f)
    }
}

impl ::protobuf::reflect::ProtobufValue for NamedTupleValue {
    fn as_ref(&self) -> ::protobuf::reflect::ReflectValueRef {
        ::protobuf::reflect::ReflectValueRef::Message(self)
    }
}

#[derive(PartialEq,Clone,Default)]
pub struct TensorSpecProto {
    // message fields
    pub name: ::std::string::String,
    pub shape: ::protobuf::SingularPtrField<super::tensor_shape::TensorShapeProto>,
    pub dtype: super::types::DataType,
    // special fields
    pub unknown_fields: ::protobuf::UnknownFields,
    pub cached_size: ::protobuf::CachedSize,
}

impl<'a> ::std::default::Default for &'a TensorSpecProto {
    fn default() -> &'a TensorSpecProto {
        <TensorSpecProto as ::protobuf::Message>::default_instance()
    }
}

impl TensorSpecProto {
    pub fn new() -> TensorSpecProto {
        ::std::default::Default::default()
    }

    // string name = 1;


    pub fn get_name(&self) -> &str {
        &self.name
    }
    pub fn clear_name(&mut self) {
        self.name.clear();
    }

    // Param is passed by value, moved
    pub fn set_name(&mut self, v: ::std::string::String) {
        self.name = v;
    }

    // Mutable pointer to the field.
    // If field is not initialized, it is initialized with default value first.
    pub fn mut_name(&mut self) -> &mut ::std::string::String {
        &mut self.name
    }

    // Take field
    pub fn take_name(&mut self) -> ::std::string::String {
        ::std::mem::replace(&mut self.name, ::std::string::String::new())
    }

    // .tensorflow.TensorShapeProto shape = 2;


    pub fn get_shape(&self) -> &super::tensor_shape::TensorShapeProto {
        self.shape.as_ref().unwrap_or_else(|| <super::tensor_shape::TensorShapeProto as ::protobuf::Message>::default_instance())
    }
    pub fn clear_shape(&mut self) {
        self.shape.clear();
    }

    pub fn has_shape(&self) -> bool {
        self.shape.is_some()
    }

    // Param is passed by value, moved
    pub fn set_shape(&mut self, v: super::tensor_shape::TensorShapeProto) {
        self.shape = ::protobuf::SingularPtrField::some(v);
    }

    // Mutable pointer to the field.
    // If field is not initialized, it is initialized with default value first.
    pub fn mut_shape(&mut self) -> &mut super::tensor_shape::TensorShapeProto {
        if self.shape.is_none() {
            self.shape.set_default();
        }
        self.shape.as_mut().unwrap()
    }

    // Take field
    pub fn take_shape(&mut self) -> super::tensor_shape::TensorShapeProto {
        self.shape.take().unwrap_or_else(|| super::tensor_shape::TensorShapeProto::new())
    }

    // .tensorflow.DataType dtype = 3;


    pub fn get_dtype(&self) -> super::types::DataType {
        self.dtype
    }
    pub fn clear_dtype(&mut self) {
        self.dtype = super::types::DataType::DT_INVALID;
    }

    // Param is passed by value, moved
    pub fn set_dtype(&mut self, v: super::types::DataType) {
        self.dtype = v;
    }
}

impl ::protobuf::Message for TensorSpecProto {
    fn is_initialized(&self) -> bool {
        for v in &self.shape {
            if !v.is_initialized() {
                return false;
            }
        };
        true
    }

    fn merge_from(&mut self, is: &mut ::protobuf::CodedInputStream<'_>) -> ::protobuf::ProtobufResult<()> {
        while !is.eof()? {
            let (field_number, wire_type) = is.read_tag_unpack()?;
            match field_number {
                1 => {
                    ::protobuf::rt::read_singular_proto3_string_into(wire_type, is, &mut self.name)?;
                },
                2 => {
                    ::protobuf::rt::read_singular_message_into(wire_type, is, &mut self.shape)?;
                },
                3 => {
                    ::protobuf::rt::read_proto3_enum_with_unknown_fields_into(wire_type, is, &mut self.dtype, 3, &mut self.unknown_fields)?
                },
                _ => {
                    ::protobuf::rt::read_unknown_or_skip_group(field_number, wire_type, is, self.mut_unknown_fields())?;
                },
            };
        }
        ::std::result::Result::Ok(())
    }

    // Compute sizes of nested messages
    #[allow(unused_variables)]
    fn compute_size(&self) -> u32 {
        let mut my_size = 0;
        if !self.name.is_empty() {
            my_size += ::protobuf::rt::string_size(1, &self.name);
        }
        if let Some(ref v) = self.shape.as_ref() {
            let len = v.compute_size();
            my_size += 1 + ::protobuf::rt::compute_raw_varint32_size(len) + len;
        }
        if self.dtype != super::types::DataType::DT_INVALID {
            my_size += ::protobuf::rt::enum_size(3, self.dtype);
        }
        my_size += ::protobuf::rt::unknown_fields_size(self.get_unknown_fields());
        self.cached_size.set(my_size);
        my_size
    }

    fn write_to_with_cached_sizes(&self, os: &mut ::protobuf::CodedOutputStream<'_>) -> ::protobuf::ProtobufResult<()> {
        if !self.name.is_empty() {
            os.write_string(1, &self.name)?;
        }
        if let Some(ref v) = self.shape.as_ref() {
            os.write_tag(2, ::protobuf::wire_format::WireTypeLengthDelimited)?;
            os.write_raw_varint32(v.get_cached_size())?;
            v.write_to_with_cached_sizes(os)?;
        }
        if self.dtype != super::types::DataType::DT_INVALID {
            os.write_enum(3, ::protobuf::ProtobufEnum::value(&self.dtype))?;
        }
        os.write_unknown_fields(self.get_unknown_fields())?;
        ::std::result::Result::Ok(())
    }

    fn get_cached_size(&self) -> u32 {
        self.cached_size.get()
    }

    fn get_unknown_fields(&self) -> &::protobuf::UnknownFields {
        &self.unknown_fields
    }

    fn mut_unknown_fields(&mut self) -> &mut ::protobuf::UnknownFields {
        &mut self.unknown_fields
    }

    fn as_any(&self) -> &dyn (::std::any::Any) {
        self as &dyn (::std::any::Any)
    }
    fn as_any_mut(&mut self) -> &mut dyn (::std::any::Any) {
        self as &mut dyn (::std::any::Any)
    }
    fn into_any(self: ::std::boxed::Box<Self>) -> ::std::boxed::Box<dyn (::std::any::Any)> {
        self
    }

    fn descriptor(&self) -> &'static ::protobuf::reflect::MessageDescriptor {
        Self::descriptor_static()
    }

    fn new() -> TensorSpecProto {
        TensorSpecProto::new()
    }

    fn descriptor_static() -> &'static ::protobuf::reflect::MessageDescriptor {
        static descriptor: ::protobuf::rt::LazyV2<::protobuf::reflect::MessageDescriptor> = ::protobuf::rt::LazyV2::INIT;
        descriptor.get(|| {
            let mut fields = ::std::vec::Vec::new();
            fields.push(::protobuf::reflect::accessor::make_simple_field_accessor::<_, ::protobuf::types::ProtobufTypeString>(
                "name",
                |m: &TensorSpecProto| { &m.name },
                |m: &mut TensorSpecProto| { &mut m.name },
            ));
            fields.push(::protobuf::reflect::accessor::make_singular_ptr_field_accessor::<_, ::protobuf::types::ProtobufTypeMessage<super::tensor_shape::TensorShapeProto>>(
                "shape",
                |m: &TensorSpecProto| { &m.shape },
                |m: &mut TensorSpecProto| { &mut m.shape },
            ));
            fields.push(::protobuf::reflect::accessor::make_simple_field_accessor::<_, ::protobuf::types::ProtobufTypeEnum<super::types::DataType>>(
                "dtype",
                |m: &TensorSpecProto| { &m.dtype },
                |m: &mut TensorSpecProto| { &mut m.dtype },
            ));
            ::protobuf::reflect::MessageDescriptor::new_pb_name::<TensorSpecProto>(
                "TensorSpecProto",
                fields,
                file_descriptor_proto()
            )
        })
    }

    fn default_instance() -> &'static TensorSpecProto {
        static instance: ::protobuf::rt::LazyV2<TensorSpecProto> = ::protobuf::rt::LazyV2::INIT;
        instance.get(TensorSpecProto::new)
    }
}

impl ::protobuf::Clear for TensorSpecProto {
    fn clear(&mut self) {
        self.name.clear();
        self.shape.clear();
        self.dtype = super::types::DataType::DT_INVALID;
        self.unknown_fields.clear();
    }
}

impl ::std::fmt::Debug for TensorSpecProto {
    fn fmt(&self, f: &mut ::std::fmt::Formatter<'_>) -> ::std::fmt::Result {
        ::protobuf::text_format::fmt(self, f)
    }
}

impl ::protobuf::reflect::ProtobufValue for TensorSpecProto {
    fn as_ref(&self) -> ::protobuf::reflect::ReflectValueRef {
        ::protobuf::reflect::ReflectValueRef::Message(self)
    }
}

#[derive(PartialEq,Clone,Default)]
pub struct TypeSpecProto {
    // message fields
    pub type_spec_class: TypeSpecProto_TypeSpecClass,
    pub type_state: ::protobuf::SingularPtrField<StructuredValue>,
    pub type_spec_class_name: ::std::string::String,
    // special fields
    pub unknown_fields: ::protobuf::UnknownFields,
    pub cached_size: ::protobuf::CachedSize,
}

impl<'a> ::std::default::Default for &'a TypeSpecProto {
    fn default() -> &'a TypeSpecProto {
        <TypeSpecProto as ::protobuf::Message>::default_instance()
    }
}

impl TypeSpecProto {
    pub fn new() -> TypeSpecProto {
        ::std::default::Default::default()
    }

    // .tensorflow.TypeSpecProto.TypeSpecClass type_spec_class = 1;


    pub fn get_type_spec_class(&self) -> TypeSpecProto_TypeSpecClass {
        self.type_spec_class
    }
    pub fn clear_type_spec_class(&mut self) {
        self.type_spec_class = TypeSpecProto_TypeSpecClass::UNKNOWN;
    }

    // Param is passed by value, moved
    pub fn set_type_spec_class(&mut self, v: TypeSpecProto_TypeSpecClass) {
        self.type_spec_class = v;
    }

    // .tensorflow.StructuredValue type_state = 2;


    pub fn get_type_state(&self) -> &StructuredValue {
        self.type_state.as_ref().unwrap_or_else(|| <StructuredValue as ::protobuf::Message>::default_instance())
    }
    pub fn clear_type_state(&mut self) {
        self.type_state.clear();
    }

    pub fn has_type_state(&self) -> bool {
        self.type_state.is_some()
    }

    // Param is passed by value, moved
    pub fn set_type_state(&mut self, v: StructuredValue) {
        self.type_state = ::protobuf::SingularPtrField::some(v);
    }

    // Mutable pointer to the field.
    // If field is not initialized, it is initialized with default value first.
    pub fn mut_type_state(&mut self) -> &mut StructuredValue {
        if self.type_state.is_none() {
            self.type_state.set_default();
        }
        self.type_state.as_mut().unwrap()
    }

    // Take field
    pub fn take_type_state(&mut self) -> StructuredValue {
        self.type_state.take().unwrap_or_else(|| StructuredValue::new())
    }

    // string type_spec_class_name = 3;


    pub fn get_type_spec_class_name(&self) -> &str {
        &self.type_spec_class_name
    }
    pub fn clear_type_spec_class_name(&mut self) {
        self.type_spec_class_name.clear();
    }

    // Param is passed by value, moved
    pub fn set_type_spec_class_name(&mut self, v: ::std::string::String) {
        self.type_spec_class_name = v;
    }

    // Mutable pointer to the field.
    // If field is not initialized, it is initialized with default value first.
    pub fn mut_type_spec_class_name(&mut self) -> &mut ::std::string::String {
        &mut self.type_spec_class_name
    }

    // Take field
    pub fn take_type_spec_class_name(&mut self) -> ::std::string::String {
        ::std::mem::replace(&mut self.type_spec_class_name, ::std::string::String::new())
    }
}

impl ::protobuf::Message for TypeSpecProto {
    fn is_initialized(&self) -> bool {
        for v in &self.type_state {
            if !v.is_initialized() {
                return false;
            }
        };
        true
    }

    fn merge_from(&mut self, is: &mut ::protobuf::CodedInputStream<'_>) -> ::protobuf::ProtobufResult<()> {
        while !is.eof()? {
            let (field_number, wire_type) = is.read_tag_unpack()?;
            match field_number {
                1 => {
                    ::protobuf::rt::read_proto3_enum_with_unknown_fields_into(wire_type, is, &mut self.type_spec_class, 1, &mut self.unknown_fields)?
                },
                2 => {
                    ::protobuf::rt::read_singular_message_into(wire_type, is, &mut self.type_state)?;
                },
                3 => {
                    ::protobuf::rt::read_singular_proto3_string_into(wire_type, is, &mut self.type_spec_class_name)?;
                },
                _ => {
                    ::protobuf::rt::read_unknown_or_skip_group(field_number, wire_type, is, self.mut_unknown_fields())?;
                },
            };
        }
        ::std::result::Result::Ok(())
    }

    // Compute sizes of nested messages
    #[allow(unused_variables)]
    fn compute_size(&self) -> u32 {
        let mut my_size = 0;
        if self.type_spec_class != TypeSpecProto_TypeSpecClass::UNKNOWN {
            my_size += ::protobuf::rt::enum_size(1, self.type_spec_class);
        }
        if let Some(ref v) = self.type_state.as_ref() {
            let len = v.compute_size();
            my_size += 1 + ::protobuf::rt::compute_raw_varint32_size(len) + len;
        }
        if !self.type_spec_class_name.is_empty() {
            my_size += ::protobuf::rt::string_size(3, &self.type_spec_class_name);
        }
        my_size += ::protobuf::rt::unknown_fields_size(self.get_unknown_fields());
        self.cached_size.set(my_size);
        my_size
    }

    fn write_to_with_cached_sizes(&self, os: &mut ::protobuf::CodedOutputStream<'_>) -> ::protobuf::ProtobufResult<()> {
        if self.type_spec_class != TypeSpecProto_TypeSpecClass::UNKNOWN {
            os.write_enum(1, ::protobuf::ProtobufEnum::value(&self.type_spec_class))?;
        }
        if let Some(ref v) = self.type_state.as_ref() {
            os.write_tag(2, ::protobuf::wire_format::WireTypeLengthDelimited)?;
            os.write_raw_varint32(v.get_cached_size())?;
            v.write_to_with_cached_sizes(os)?;
        }
        if !self.type_spec_class_name.is_empty() {
            os.write_string(3, &self.type_spec_class_name)?;
        }
        os.write_unknown_fields(self.get_unknown_fields())?;
        ::std::result::Result::Ok(())
    }

    fn get_cached_size(&self) -> u32 {
        self.cached_size.get()
    }

    fn get_unknown_fields(&self) -> &::protobuf::UnknownFields {
        &self.unknown_fields
    }

    fn mut_unknown_fields(&mut self) -> &mut ::protobuf::UnknownFields {
        &mut self.unknown_fields
    }

    fn as_any(&self) -> &dyn (::std::any::Any) {
        self as &dyn (::std::any::Any)
    }
    fn as_any_mut(&mut self) -> &mut dyn (::std::any::Any) {
        self as &mut dyn (::std::any::Any)
    }
    fn into_any(self: ::std::boxed::Box<Self>) -> ::std::boxed::Box<dyn (::std::any::Any)> {
        self
    }

    fn descriptor(&self) -> &'static ::protobuf::reflect::MessageDescriptor {
        Self::descriptor_static()
    }

    fn new() -> TypeSpecProto {
        TypeSpecProto::new()
    }

    fn descriptor_static() -> &'static ::protobuf::reflect::MessageDescriptor {
        static descriptor: ::protobuf::rt::LazyV2<::protobuf::reflect::MessageDescriptor> = ::protobuf::rt::LazyV2::INIT;
        descriptor.get(|| {
            let mut fields = ::std::vec::Vec::new();
            fields.push(::protobuf::reflect::accessor::make_simple_field_accessor::<_, ::protobuf::types::ProtobufTypeEnum<TypeSpecProto_TypeSpecClass>>(
                "type_spec_class",
                |m: &TypeSpecProto| { &m.type_spec_class },
                |m: &mut TypeSpecProto| { &mut m.type_spec_class },
            ));
            fields.push(::protobuf::reflect::accessor::make_singular_ptr_field_accessor::<_, ::protobuf::types::ProtobufTypeMessage<StructuredValue>>(
                "type_state",
                |m: &TypeSpecProto| { &m.type_state },
                |m: &mut TypeSpecProto| { &mut m.type_state },
            ));
            fields.push(::protobuf::reflect::accessor::make_simple_field_accessor::<_, ::protobuf::types::ProtobufTypeString>(
                "type_spec_class_name",
                |m: &TypeSpecProto| { &m.type_spec_class_name },
                |m: &mut TypeSpecProto| { &mut m.type_spec_class_name },
            ));
            ::protobuf::reflect::MessageDescriptor::new_pb_name::<TypeSpecProto>(
                "TypeSpecProto",
                fields,
                file_descriptor_proto()
            )
        })
    }

    fn default_instance() -> &'static TypeSpecProto {
        static instance: ::protobuf::rt::LazyV2<TypeSpecProto> = ::protobuf::rt::LazyV2::INIT;
        instance.get(TypeSpecProto::new)
    }
}

impl ::protobuf::Clear for TypeSpecProto {
    fn clear(&mut self) {
        self.type_spec_class = TypeSpecProto_TypeSpecClass::UNKNOWN;
        self.type_state.clear();
        self.type_spec_class_name.clear();
        self.unknown_fields.clear();
    }
}

impl ::std::fmt::Debug for TypeSpecProto {
    fn fmt(&self, f: &mut ::std::fmt::Formatter<'_>) -> ::std::fmt::Result {
        ::protobuf::text_format::fmt(self, f)
    }
}

impl ::protobuf::reflect::ProtobufValue for TypeSpecProto {
    fn as_ref(&self) -> ::protobuf::reflect::ReflectValueRef {
        ::protobuf::reflect::ReflectValueRef::Message(self)
    }
}

#[derive(Clone,PartialEq,Eq,Debug,Hash)]
pub enum TypeSpecProto_TypeSpecClass {
    UNKNOWN = 0,
    SPARSE_TENSOR_SPEC = 1,
    INDEXED_SLICES_SPEC = 2,
    RAGGED_TENSOR_SPEC = 3,
    TENSOR_ARRAY_SPEC = 4,
    DATA_DATASET_SPEC = 5,
    DATA_ITERATOR_SPEC = 6,
    OPTIONAL_SPEC = 7,
    PER_REPLICA_SPEC = 8,
}

impl ::protobuf::ProtobufEnum for TypeSpecProto_TypeSpecClass {
    fn value(&self) -> i32 {
        *self as i32
    }

    fn from_i32(value: i32) -> ::std::option::Option<TypeSpecProto_TypeSpecClass> {
        match value {
            0 => ::std::option::Option::Some(TypeSpecProto_TypeSpecClass::UNKNOWN),
            1 => ::std::option::Option::Some(TypeSpecProto_TypeSpecClass::SPARSE_TENSOR_SPEC),
            2 => ::std::option::Option::Some(TypeSpecProto_TypeSpecClass::INDEXED_SLICES_SPEC),
            3 => ::std::option::Option::Some(TypeSpecProto_TypeSpecClass::RAGGED_TENSOR_SPEC),
            4 => ::std::option::Option::Some(TypeSpecProto_TypeSpecClass::TENSOR_ARRAY_SPEC),
            5 => ::std::option::Option::Some(TypeSpecProto_TypeSpecClass::DATA_DATASET_SPEC),
            6 => ::std::option::Option::Some(TypeSpecProto_TypeSpecClass::DATA_ITERATOR_SPEC),
            7 => ::std::option::Option::Some(TypeSpecProto_TypeSpecClass::OPTIONAL_SPEC),
            8 => ::std::option::Option::Some(TypeSpecProto_TypeSpecClass::PER_REPLICA_SPEC),
            _ => ::std::option::Option::None
        }
    }

    fn values() -> &'static [Self] {
        static values: &'static [TypeSpecProto_TypeSpecClass] = &[
            TypeSpecProto_TypeSpecClass::UNKNOWN,
            TypeSpecProto_TypeSpecClass::SPARSE_TENSOR_SPEC,
            TypeSpecProto_TypeSpecClass::INDEXED_SLICES_SPEC,
            TypeSpecProto_TypeSpecClass::RAGGED_TENSOR_SPEC,
            TypeSpecProto_TypeSpecClass::TENSOR_ARRAY_SPEC,
            TypeSpecProto_TypeSpecClass::DATA_DATASET_SPEC,
            TypeSpecProto_TypeSpecClass::DATA_ITERATOR_SPEC,
            TypeSpecProto_TypeSpecClass::OPTIONAL_SPEC,
            TypeSpecProto_TypeSpecClass::PER_REPLICA_SPEC,
        ];
        values
    }

    fn enum_descriptor_static() -> &'static ::protobuf::reflect::EnumDescriptor {
        static descriptor: ::protobuf::rt::LazyV2<::protobuf::reflect::EnumDescriptor> = ::protobuf::rt::LazyV2::INIT;
        descriptor.get(|| {
            ::protobuf::reflect::EnumDescriptor::new_pb_name::<TypeSpecProto_TypeSpecClass>("TypeSpecProto.TypeSpecClass", file_descriptor_proto())
        })
    }
}

impl ::std::marker::Copy for TypeSpecProto_TypeSpecClass {
}

impl ::std::default::Default for TypeSpecProto_TypeSpecClass {
    fn default() -> Self {
        TypeSpecProto_TypeSpecClass::UNKNOWN
    }
}

impl ::protobuf::reflect::ProtobufValue for TypeSpecProto_TypeSpecClass {
    fn as_ref(&self) -> ::protobuf::reflect::ReflectValueRef {
        ::protobuf::reflect::ReflectValueRef::Enum(::protobuf::ProtobufEnum::descriptor(self))
    }
}

static file_descriptor_proto_data: &'static [u8] = b"\
    \n%tensorflow/core/protobuf/struct.proto\x12\ntensorflow\x1a,tensorflow/\
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    \rtypeSpecClass\x12:\n\ntype_state\x18\x02\x20\x01(\x0b2\x1b.tensorflow.\
    StructuredValueR\ttypeState\x12/\n\x14type_spec_class_name\x18\x03\x20\
    \x01(\tR\x11typeSpecClassName\"\xd4\x01\n\rTypeSpecClass\x12\x0b\n\x07UN\
    KNOWN\x10\0\x12\x16\n\x12SPARSE_TENSOR_SPEC\x10\x01\x12\x17\n\x13INDEXED\
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    \x11TENSOR_ARRAY_SPEC\x10\x04\x12\x15\n\x11DATA_DATASET_SPEC\x10\x05\x12\
    \x16\n\x12DATA_ITERATOR_SPEC\x10\x06\x12\x11\n\rOPTIONAL_SPEC\x10\x07\
    \x12\x14\n\x10PER_REPLICA_SPEC\x10\x08b\x06proto3\
";

static file_descriptor_proto_lazy: ::protobuf::rt::LazyV2<::protobuf::descriptor::FileDescriptorProto> = ::protobuf::rt::LazyV2::INIT;

fn parse_descriptor_proto() -> ::protobuf::descriptor::FileDescriptorProto {
    ::protobuf::parse_from_bytes(file_descriptor_proto_data).unwrap()
}

pub fn file_descriptor_proto() -> &'static ::protobuf::descriptor::FileDescriptorProto {
    file_descriptor_proto_lazy.get(|| {
        parse_descriptor_proto()
    })
}